kaggle-learner

Extract and apply knowledge from Kaggle competition winning solutions. This skill provides access to a continuously updated knowledge base of techniques, code patterns, and best practices from top Kaggle competitors.

Kaggle competitions are at the forefront of practical machine learning. Winning solutions often innovate with novel techniques, clever feature engineering, and optimized pipelines. This skill captures that knowledge and makes it accessible for your projects.

| NLP | Text classification, NER, translation, LLM applications | references/knowledge/nlp/ | | CV | Image classification, detection, segmentation, generation | references/knowledge/cv/ | | Time Series | Forecasting, anomaly detection, sequence modeling | references/knowledge/time-series/ |

当用户要求“向 Kaggle 学习”、“研究 Kaggle 解决方案”、“分析 Kaggle 竞赛”或提及 Kaggle 竞赛 URL 时，应该使用此技能。提供從跨 NLP、CV、時間序列、表格和多模態領域的獲勝 Kaggle 解決方案中提取的知識。 來源：galaxy-dawn/claude-scholar。